文章基本信息

标题：Response Surface Methodology for Performance Analysis and Modeling of MANET Routing Protocols
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作者：Mohamed Skander Daas ; Salim Chikhi
期刊名称：International Journal of Computer Networks & Communications
印刷版ISSN：0975-2293
电子版ISSN：0974-9322
出版年度：2018
卷号：10
期号：1
页码：45
DOI：10.5121/ijcnc.2018.10104
出版社：Academy & Industry Research Collaboration Center (AIRCC)
摘要：Numerous studies have analyzed the performances of routing protocols in mobile Ad-hoc networks(MANETs); most of these studies vary at most one or two parameters in experiments and do not study theinteractions among these parameters. Furthermore, efficient mathematical modeling of the performanceshas not been investigated; such models can be useful for performance analysis, optimization, andprediction. This study aims to show the effectiveness of the response surface methodology (RSM) on theperformance analysis of routing protocols in MANETs and establish a relationship between the influentialparameters and these performances through mathematical modeling. Given that routing performancesusually do not follow a linear pattern according to the parameters; mathematical models of factorialdesigns are not suitable for establishing a valid and reliable relationship between performances andparameters. Therefore, a Box–Behnken design, which is an RSM technique and provides quadraticmathematical models, is used in this study to establish a relationship. The obtained models are statisticallyanalyzed; the models show that the studied performances accurately follow a quadratic evolution. Thesemodels provide invaluable information and can be useful in analyzing, optimizing, and predictingperformances for mobile Ad-hoc routing protocols.
关键词：Response surface methodology; performance analysis; and modeling; routing protocols; mobile ad-hoc;networks; design of experiments